EP3857419C0 - RANSOMWARE DETECTION - Google Patents
RANSOMWARE DETECTIONInfo
- Publication number
- EP3857419C0 EP3857419C0 EP19866168.8A EP19866168A EP3857419C0 EP 3857419 C0 EP3857419 C0 EP 3857419C0 EP 19866168 A EP19866168 A EP 19866168A EP 3857419 C0 EP3857419 C0 EP 3857419C0
- Authority
- EP
- European Patent Office
- Prior art keywords
- ransomware detection
- ransomware
- detection
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
- G06F21/55—Detecting local intrusion or implementing counter-measures
- G06F21/56—Computer malware detection or handling, e.g. anti-virus arrangements
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/70—Protecting specific internal or peripheral components, in which the protection of a component leads to protection of the entire computer
- G06F21/78—Protecting specific internal or peripheral components, in which the protection of a component leads to protection of the entire computer to assure secure storage of data
- G06F21/80—Protecting specific internal or peripheral components, in which the protection of a component leads to protection of the entire computer to assure secure storage of data in storage media based on magnetic or optical technology, e.g. disks with sectors
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/0464—Convolutional networks [CNN, ConvNet]
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/09—Supervised learning
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2221/00—Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F2221/03—Indexing scheme relating to G06F21/50, monitoring users, programs or devices to maintain the integrity of platforms
- G06F2221/034—Test or assess a computer or a system
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Software Systems (AREA)
- General Engineering & Computer Science (AREA)
- Computer Security & Cryptography (AREA)
- General Physics & Mathematics (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Computer Hardware Design (AREA)
- Biophysics (AREA)
- Biomedical Technology (AREA)
- Computing Systems (AREA)
- Evolutionary Computation (AREA)
- Data Mining & Analysis (AREA)
- Mathematical Physics (AREA)
- Computational Linguistics (AREA)
- Molecular Biology (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Virology (AREA)
- Storage Device Security (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Data Exchanges In Wide-Area Networks (AREA)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| EP25176126.8A EP4575897A3 (en) | 2018-09-26 | 2019-09-23 | Detecting ransomware |
Applications Claiming Priority (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US16/142,316 US10795994B2 (en) | 2018-09-26 | 2018-09-26 | Detecting ransomware |
| PCT/US2019/052344 WO2020068612A1 (en) | 2018-09-26 | 2019-09-23 | Detecting ransomware |
Related Child Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP25176126.8A Division EP4575897A3 (en) | 2018-09-26 | 2019-09-23 | Detecting ransomware |
Publications (4)
| Publication Number | Publication Date |
|---|---|
| EP3857419A1 EP3857419A1 (en) | 2021-08-04 |
| EP3857419A4 EP3857419A4 (en) | 2022-06-08 |
| EP3857419B1 EP3857419B1 (en) | 2025-05-14 |
| EP3857419C0 true EP3857419C0 (en) | 2025-05-14 |
Family
ID=69884868
Family Applications (2)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP25176126.8A Pending EP4575897A3 (en) | 2018-09-26 | 2019-09-23 | Detecting ransomware |
| EP19866168.8A Active EP3857419B1 (en) | 2018-09-26 | 2019-09-23 | Detecting ransomware |
Family Applications Before (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| EP25176126.8A Pending EP4575897A3 (en) | 2018-09-26 | 2019-09-23 | Detecting ransomware |
Country Status (3)
| Country | Link |
|---|---|
| US (4) | US10795994B2 (en) |
| EP (2) | EP4575897A3 (en) |
| WO (1) | WO2020068612A1 (en) |
Families Citing this family (60)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11789699B2 (en) | 2018-03-07 | 2023-10-17 | Private Identity Llc | Systems and methods for private authentication with helper networks |
| US11210375B2 (en) | 2018-03-07 | 2021-12-28 | Private Identity Llc | Systems and methods for biometric processing with liveness |
| US11394552B2 (en) | 2018-03-07 | 2022-07-19 | Private Identity Llc | Systems and methods for privacy-enabled biometric processing |
| US10721070B2 (en) | 2018-03-07 | 2020-07-21 | Private Identity Llc | Systems and methods for privacy-enabled biometric processing |
| US10938852B1 (en) * | 2020-08-14 | 2021-03-02 | Private Identity Llc | Systems and methods for private authentication with helper networks |
| US11170084B2 (en) | 2018-06-28 | 2021-11-09 | Private Identity Llc | Biometric authentication |
| US11502841B2 (en) | 2018-03-07 | 2022-11-15 | Private Identity Llc | Systems and methods for privacy-enabled biometric processing |
| US11138333B2 (en) | 2018-03-07 | 2021-10-05 | Private Identity Llc | Systems and methods for privacy-enabled biometric processing |
| US11392802B2 (en) | 2018-03-07 | 2022-07-19 | Private Identity Llc | Systems and methods for privacy-enabled biometric processing |
| US11265168B2 (en) | 2018-03-07 | 2022-03-01 | Private Identity Llc | Systems and methods for privacy-enabled biometric processing |
| US11489866B2 (en) * | 2018-03-07 | 2022-11-01 | Private Identity Llc | Systems and methods for private authentication with helper networks |
| US10795994B2 (en) | 2018-09-26 | 2020-10-06 | Mcafee, Llc | Detecting ransomware |
| US11546373B2 (en) * | 2018-11-20 | 2023-01-03 | CipherTrace, Inc. | Cryptocurrency based malware and ransomware detection systems and methods |
| US11308209B2 (en) | 2019-01-18 | 2022-04-19 | Cobalt Iron, Inc. | Data protection automatic optimization system and method |
| US11212304B2 (en) * | 2019-01-18 | 2021-12-28 | Cobalt Iron, Inc. | Data protection automatic optimization system and method |
| US11063907B2 (en) | 2019-01-18 | 2021-07-13 | Cobalt Iron, Inc. | Data protection automatic optimization system and method |
| US11269728B2 (en) | 2019-03-20 | 2022-03-08 | International Business Machines Corporation | Scalable multi-framework multi-tenant lifecycle management of deep learning applications |
| US11196547B2 (en) * | 2019-03-20 | 2021-12-07 | International Business Machines Corporation | Scalable multi-framework multi-tenant lifecycle management of deep learning applications |
| US11347881B2 (en) * | 2020-04-06 | 2022-05-31 | Datto, Inc. | Methods and systems for detecting ransomware attack in incremental backup |
| US11870804B2 (en) * | 2019-08-01 | 2024-01-09 | Akamai Technologies, Inc. | Automated learning and detection of web bot transactions using deep learning |
| US11711310B2 (en) | 2019-09-18 | 2023-07-25 | Tweenznet Ltd. | System and method for determining a network performance property in at least one network |
| US11394782B2 (en) * | 2019-11-17 | 2022-07-19 | Daniel Donahue | Flight management systems and methods |
| US11716338B2 (en) * | 2019-11-26 | 2023-08-01 | Tweenznet Ltd. | System and method for determining a file-access pattern and detecting ransomware attacks in at least one computer network |
| US11227053B2 (en) * | 2019-12-10 | 2022-01-18 | Micro Focus Llc | Malware management using I/O correlation coefficients |
| US11222134B2 (en) | 2020-03-04 | 2022-01-11 | Sotero, Inc. | System and methods for data encryption and application-agnostic querying of encrypted data |
| KR20210133471A (en) * | 2020-04-29 | 2021-11-08 | 삼성전자주식회사 | Electronic device and control method thereof |
| CN113806204B (en) * | 2020-06-11 | 2023-07-25 | 北京威努特技术有限公司 | Method, device, system and storage medium for evaluating message segment correlation |
| RU2770570C2 (en) * | 2020-08-24 | 2022-04-18 | Акционерное общество "Лаборатория Касперского" | System and method for determining process associated with malware encrypting computer system files |
| EP3961449B1 (en) * | 2020-08-24 | 2023-08-16 | AO Kaspersky Lab | System and method for identifying a cryptor that encodes files of a computer system |
| US12088608B2 (en) * | 2020-08-28 | 2024-09-10 | Mcafee, Llc | Methods and apparatus to analyze telemetry data of a network device for malicious activity |
| US11755420B2 (en) * | 2020-09-28 | 2023-09-12 | Druva Inc. | Recovery point objective optimized file recovery |
| CN112214765B (en) * | 2020-09-29 | 2024-11-01 | 珠海豹好玩科技有限公司 | Virus checking and killing method and device, electronic equipment and storage medium |
| CN116802634A (en) * | 2020-11-24 | 2023-09-22 | 克里斯托弗·玛帝尼克 | Ransomware mitigation system and method for mitigating ransomware attacks |
| CN112861133A (en) * | 2021-02-19 | 2021-05-28 | 智巡密码(上海)检测技术有限公司 | Lesog software judgment and detection method based on randomness threshold |
| US11025671B1 (en) * | 2021-02-23 | 2021-06-01 | Five Media Marketing Limited | Monitoring of javascript object properties for detection of web browser security threats |
| US11501013B1 (en) | 2021-07-09 | 2022-11-15 | Sotero, Inc. | Autonomous machine learning methods for detecting and thwarting malicious database access |
| US11954337B2 (en) | 2021-08-26 | 2024-04-09 | International Business Machines Corporation | Encryption monitor register and system |
| US12254090B2 (en) * | 2021-08-26 | 2025-03-18 | International Business Machines Corporation | Filesystem object protection from ransomware attacks |
| US12306937B1 (en) * | 2021-10-11 | 2025-05-20 | Oceanit Laboratories, Inc. | Devices, systems, and methods for ransomware protection and mitigation |
| EP4203393A1 (en) * | 2021-12-22 | 2023-06-28 | Juniper Networks, Inc. | Systems and methods for avoiding offloading traffic flows associated with malicious data |
| US12047410B2 (en) * | 2021-12-22 | 2024-07-23 | Juniper Networks, Inc. | Systems and methods for avoiding offloading traffic flows associated with malicious data |
| US11966477B2 (en) * | 2022-01-11 | 2024-04-23 | Musarubra Us Llc | Methods and apparatus for generic process chain entity mapping |
| US12432244B2 (en) * | 2022-03-24 | 2025-09-30 | At&T Intellectual Property I, L.P. | Home gateway monitoring for vulnerable home internet of things devices |
| US11663336B1 (en) | 2022-04-06 | 2023-05-30 | Dell Products L.P. | Block-based protection from ransomware |
| US11755733B1 (en) | 2022-04-06 | 2023-09-12 | Dell Products L.P. | Identifying ransomware host attacker |
| US12105751B2 (en) * | 2022-05-19 | 2024-10-01 | Crowdstrike, Inc. | File format identification system |
| US12086246B2 (en) * | 2022-07-01 | 2024-09-10 | Nxp B.V. | Method for protecting a machine learning model from a side channel attack |
| US20240013067A1 (en) * | 2022-07-07 | 2024-01-11 | Netskope, Inc. | Training an encrypted file classifier |
| US12032694B2 (en) | 2022-09-14 | 2024-07-09 | Sotero, Inc. | Autonomous machine learning methods for detecting and thwarting ransomware attacks |
| US20240256657A1 (en) * | 2023-01-26 | 2024-08-01 | Dell Products L.P. | System and method for intrusion detection in modular systems |
| US12483588B2 (en) | 2023-01-31 | 2025-11-25 | Cisco Technology, Inc. | Web analyzer engine for identifying security-related threats |
| US12393688B2 (en) * | 2023-01-31 | 2025-08-19 | Splunk Inc. | File analysis engines for identifying security-related threats |
| US12417286B2 (en) | 2023-01-31 | 2025-09-16 | Splunk Inc. | Automated attack chain following by a threat analysis platform |
| US12500902B2 (en) | 2023-04-27 | 2025-12-16 | Crowdstrike, Inc. | Method and apparatus for malicious file extension detection |
| EP4502842A1 (en) * | 2023-08-04 | 2025-02-05 | WithSecure Corporation | Arrangement and method of threat detection in a computer or computer network |
| WO2025031595A1 (en) * | 2023-08-10 | 2025-02-13 | Huawei Technologies Co., Ltd. | Method of utilizing extended attribute data for a file in ransomware mitigation |
| US20250284803A1 (en) * | 2024-03-07 | 2025-09-11 | International Business Machines Corporation | Detecting ransomware activity in data storage systems |
| WO2025212739A1 (en) * | 2024-04-05 | 2025-10-09 | Veeam Vaas Corporation | Methods and systems for per-resource anomaly detection |
| US20250335590A1 (en) * | 2024-04-24 | 2025-10-30 | Hitachi Systems, Ltd. | Storage access monitoring method and storage access monitoring device |
| US12462025B1 (en) * | 2024-11-22 | 2025-11-04 | 4MindsAI Inc. | Multimodal data fusion for cybersecurity applications |
Family Cites Families (20)
| Publication number | Priority date | Publication date | Assignee | Title |
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| US6073142A (en) | 1997-06-23 | 2000-06-06 | Park City Group | Automated post office based rule analysis of e-mail messages and other data objects for controlled distribution in network environments |
| US5987610A (en) | 1998-02-12 | 1999-11-16 | Ameritech Corporation | Computer virus screening methods and systems |
| US6460050B1 (en) | 1999-12-22 | 2002-10-01 | Mark Raymond Pace | Distributed content identification system |
| US6901519B1 (en) | 2000-06-22 | 2005-05-31 | Infobahn, Inc. | E-mail virus protection system and method |
| US7576687B2 (en) * | 2007-07-17 | 2009-08-18 | Infineon Technologies Ag | RF front-end circuitry with reduced DC offset |
| US20090013405A1 (en) * | 2007-07-06 | 2009-01-08 | Messagelabs Limited | Heuristic detection of malicious code |
| US7392544B1 (en) | 2007-12-18 | 2008-06-24 | Kaspersky Lab, Zao | Method and system for anti-malware scanning with variable scan settings |
| US20120150793A1 (en) * | 2010-12-08 | 2012-06-14 | Christopher Paul Carroll | Systems and methods for file loading |
| US10409987B2 (en) * | 2013-03-31 | 2019-09-10 | AO Kaspersky Lab | System and method for adaptive modification of antivirus databases |
| US20150248556A1 (en) | 2014-02-28 | 2015-09-03 | Government Of The United States, As Represented By The Secretary Of The Air Force | Firmware Disassembly System |
| KR101609124B1 (en) * | 2014-07-07 | 2016-04-20 | 주식회사 윈스 | Method and apparatus for providing behavior-based analysis service in mobile network environment |
| US9690938B1 (en) | 2015-08-05 | 2017-06-27 | Invincea, Inc. | Methods and apparatus for machine learning based malware detection |
| US10742665B2 (en) | 2016-02-01 | 2020-08-11 | NortonLifeLock Inc. | Systems and methods for modifying file backups in response to detecting potential ransomware |
| US20180232508A1 (en) * | 2017-02-10 | 2018-08-16 | The Trustees Of Columbia University In The City Of New York | Learning engines for authentication and autonomous applications |
| US20180248896A1 (en) * | 2017-02-24 | 2018-08-30 | Zitovault Software, Inc. | System and method to prevent, detect, thwart, and recover automatically from ransomware cyber attacks, using behavioral analysis and machine learning |
| US20180349796A1 (en) * | 2017-06-02 | 2018-12-06 | Facebook, Inc. | Classification and quarantine of data through machine learning |
| US11003774B2 (en) * | 2018-01-26 | 2021-05-11 | Sophos Limited | Methods and apparatus for detection of malicious documents using machine learning |
| US10140553B1 (en) * | 2018-03-08 | 2018-11-27 | Capital One Services, Llc | Machine learning artificial intelligence system for identifying vehicles |
| US10977291B2 (en) * | 2018-08-03 | 2021-04-13 | Intuit Inc. | Automated document extraction and classification |
| US10795994B2 (en) | 2018-09-26 | 2020-10-06 | Mcafee, Llc | Detecting ransomware |
-
2018
- 2018-09-26 US US16/142,316 patent/US10795994B2/en active Active
-
2019
- 2019-09-23 WO PCT/US2019/052344 patent/WO2020068612A1/en not_active Ceased
- 2019-09-23 EP EP25176126.8A patent/EP4575897A3/en active Pending
- 2019-09-23 EP EP19866168.8A patent/EP3857419B1/en active Active
-
2020
- 2020-10-05 US US17/063,024 patent/US11392695B2/en active Active
-
2022
- 2022-07-18 US US17/867,259 patent/US11977630B2/en active Active
-
2024
- 2024-03-26 US US18/617,424 patent/US12468805B2/en active Active
Also Published As
| Publication number | Publication date |
|---|---|
| EP4575897A2 (en) | 2025-06-25 |
| EP3857419A4 (en) | 2022-06-08 |
| EP4575897A3 (en) | 2025-09-10 |
| US20200097653A1 (en) | 2020-03-26 |
| US12468805B2 (en) | 2025-11-11 |
| EP3857419A1 (en) | 2021-08-04 |
| US11392695B2 (en) | 2022-07-19 |
| US11977630B2 (en) | 2024-05-07 |
| US20210019403A1 (en) | 2021-01-21 |
| US20220350886A1 (en) | 2022-11-03 |
| EP3857419B1 (en) | 2025-05-14 |
| US20240346139A1 (en) | 2024-10-17 |
| US10795994B2 (en) | 2020-10-06 |
| WO2020068612A1 (en) | 2020-04-02 |
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